| Literature DB >> 28257419 |
Hirohito Kuwata1, Shintaro Okamura2, Yasuaki Hayashino2, Satoru Tsujii2, Hitoshi Ishii1.
Abstract
We assessed the prospective association between baseline levels of physical activity (PA) and the incidence of newly developed diabetic retinopathy (DR) in patients with type 2 diabetes. Data from 1,814 patients with type 2 diabetes without DR were obtained from a Japanese diabetes registry at Tenri Hospital, Nara, Japan. To assess the independent correlations between baseline PA levels and newly developed DR, the participants were divided into five categories based on their PA levels. A Cox proportional hazards model with time-varying exposure information was used and adjusted for potential confounders to assess the independent correlations. At baseline, the mean age, BMI, and hemoglobin A1c levels of the patients were 65.5 years, 24.5 kg/m2, and 7.2% (54 mmol/mol), respectively. After 2 years, newly developed DR was confirmed in 184 patients (10.1%). Patients with newly developed DR had longer duration of type 2 diabetes (14.7 versus 11.0 years, p < 0.0001), higher systolic blood pressure (139.2 versus 135.1 mmHg, p = 0.0012), lower estimated glomerular filtration rate (74.0 versus 77.1 mL/min/1.73 m2, p = 0.0382), greater urinary albumin-creatinine ratio (4.00 versus 2.45 mg/mmol, p < 0.0039), and higher HbA1c levels (7.5 versus 7.2%, p = 0.0006) than those without newly developed DR. The multivariable-adjusted hazard ratios for DR development were 0.87 (95% CI, 0.53-1.40; p = 0.557), 0.83 (95% CI, 0.52-1.31; p = 0.421), 0.58 (95% CI, 0.35-0.94; p = 0.027), and 0.63 (95% CI, 0.42-0.94; p = 0.025)for the second, third, fourth, and fifth PA categories, respectively, compared with the reference category of patients with a mean PA of 0 metabolic equivalent of task-hours/week). Higher PA levels are independently associated with a lower incidence of DR in Japanese patients with type 2 diabetes.Entities:
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Year: 2017 PMID: 28257419 PMCID: PMC5336240 DOI: 10.1371/journal.pone.0172890
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Inclusion and exclusion criteria of patients in this study.
Fig 1 shows the inclusion and exclusion criteria for patients in this study.
Baseline participant characteristics for each of the physical activity categories.
| Physical activity level categories | |||||||
|---|---|---|---|---|---|---|---|
| All subjects | Category 1 | Category 2 | Category 3 | Category 4 | Category 5 | ||
| Physical activity levels, MET-hours/week | |||||||
| Median (interquartile range) | 16.5 (5.5–37.1) | 0 | 4.8 (3.3–6.6) | 13.2 (11–16.5) | 26.4 (23.1–34.6) | 77 (55.1–128.3) | |
| Range, MET-hours/week | 0 | 0.3–8.24 | 8.25–19.82 | 19.83–41.99 | 42– | ||
| Age, years | 65.5 (11.5) | 68.4 (11.7) | 65.2 (13.2) | 64 (11.5) | 65.4 (10.9) | 65.7 (10.2) | 0.0001 |
| Female, % | 37.2 | 46.9 | 42.9 | 40.8 | 30.4 | 29.3 | < 0.0001 |
| Duration of diabetes mellitus, years | 11.4 (8.6) | 11.8 (9.5) | 11.7 (9.1) | 11.4 (8.1) | 11.1 (8.2) | 11.2 (8.3) | 0.763 |
| BMI, kg/m2 | 24.5 (4.3) | 24.5 (4.3) | 25.1 (4.5) | 24.4 (4.3) | 24.3 (4.3) | 24 (3.9) | 0.0118 |
| Systolic blood pressure, mm Hg | 135.6 (17.5) | 134.1 (18) | 135.4 (17.9) | 136.2 (16.7) | 136.2 (16.8) | 135.3 (18.5) | 0.5982 |
| Diastolic blood pressure, mm Hg | 73.6 (11.9) | 72.4 (11.8) | 73.5 (12) | 74.3 (11.7) | 74.7 (11.7) | 72.8 (12.1) | 0.0508 |
| Heart rate, beats/min | 73.6 (12.5) | 74.2 (12.4) | 75.3 (13.1) | 73.9 (12.1) | 73.8 (13) | 71.3 (12) | 0.0003 |
| HDL, mmol/L | 1.44 (0.4) | 1.38 (0.39) | 1.41 (0.38) | 1.44 (0.4) | 1.49 (0.42) | 1.46 (0.38) | 0.0056 |
| LDL, mmol/L | 2.69 (0.73) | 2.69 (0.69) | 2.74 (0.72) | 2.7 (0.71) | 2.67 (0.77) | 2.65 (0.73) | 0.4827 |
| 1.52 (1.04–2.12) | 1.60 (1.09–2.11) | 1.56 (1.09–1.56) | 1.51 (0.06–2.13) | 1.48 (1.03–2.12) | 1.45 (0.98–2.14) | 0.8481 | |
| Creatinine, μmol/L | 69.6 (40.1) | 69.5 (31.4) | 73.8 (66.3) | 67.5 (39.5) | 69.6 (27) | 68.5 (23.3) | 0.2631 |
| eGFR, mL/min/1.73m2 | 76.7 (22.2) | 74.6 (24.4) | 75.8 (24.3) | 78.3 (21) | 76.2 (20.8) | 77.6 (21.2) | 0.1952 |
| 2.57 (1.42–6.52) | 3.85 (1.83–9.27) | 2.43 (1.30–6.78) | 2.37 (1.33–5.67) | 2.36 (1.39–5.53) | 2.55 (1.47–6.79) | 0.5121 | |
| ALT, IU/L | 25.7 (19.7) | 26 (18) | 26.8 (22.3) | 25.5 (19.1) | 25.4 (18) | 25.1 (20.4) | 0.8052 |
| AST, IU/L | 26.9 (14.8) | 27.5 (14.7) | 26.8 (15.6) | 26.6 (14.3) | 26.6 (12.8) | 27.4 (16.5) | 0.8872 |
| Gamma GTP, IU/L | 45.7 (67.9) | 45.8 (54) | 43.5 (45.5) | 44.6 (83.5) | 50.1 (84.3) | 44.4 (54) | 0.6699 |
| 800 (100–1600) | 900 (500–2000) | 900 (100–2000) | 600 (100–1500) | 700 (100–1500) | 700 (100–1400) | 0.0415 | |
| HbA1c | |||||||
| NGSP, % | 7.2 (1.1) | 7.2 (1.1) | 7.4 (1.1) | 7.3 (1.1) | 7.2 (1) | 7.2 (1) | 0.0204 |
| IFCC, mmol/mol | 54 (11) | 53.3 (11.2) | 55.7 (11.6) | 54.1 (11.4) | 53.1 (10.3) | 53.6 (10.5) | 0.0204 |
| Smoking, % | < 0.0001 | ||||||
| Never | 41 | 50.2 | 44 | 43 | 36.3 | 35.1 | |
| Past | 41.8 | 29.4 | 38.1 | 40.7 | 48.7 | 47.1 | |
| Current | 17.2 | 20.4 | 18 | 16.3 | 15 | 17.8 | |
| ACE inhibitor use, % | 5 | 3.7 | 7.4 | 4.4 | 3.9 | 5.6 | 0.162 |
| ARB use, % | 31.6 | 34.3 | 31.2 | 30.2 | 30.4 | 33.2 | 0.740 |
| Diabetes therapy, % | 0.071 | ||||||
| Diet only | 19.4 | 17.1 | 15.7 | 19.0 | 22.3 | 21.2 | |
| Oral medication only | 54.5 | 53.5 | 52.5 | 55.0 | 55.1 | 55.9 | |
| Insulin | 26.1 | 29.4 | 31.8 | 26.0 | 22.6 | 22.9 | |
| History of cardiovascular disease, % | 20.4 | 30.2 | 18.2 | 16 | 23.7 | 17.8 | < 0.0001 |
aData are means ± standard deviation unless otherwise indicated
bMedian and interquartile range
Differences between patients with and without newly developed diabetic retinopathy over 2 years of follow-up.
| Patients without development of diabetic retinopathy | Patients with development of diabetic retinopathy | ||
|---|---|---|---|
| Variables | |||
| Age, years | 65.3 (11.6) | 67.5 (10.6) | 0.0060 |
| Female, % | 37.2 | 37.5 | 0.936 |
| Duration of diabetes mellitus | 11.0 (8.4) | 14.7 (9.1) | <0.0001 |
| BMI, kg/m2 | 24.5 (4.3) | 24.3 (4.0) | 0.3620 |
| Physical activity levels, MET- hours/week | 16.5 (5.5–38.5) | 11.6 (4.1–32.9) | 0.0581 |
| Systolic blood pressure, mm Hg | 135.1 (17.5) | 139.2 (17.3) | 0.0012 |
| Diastolic blood pressure, mm Hg | 73.7 (12.0) | 72.7 (11.2) | 0.1359 |
| Heart rate, /min | 73.4 (12.6) | 75.1 (11.8) | 0.0408 |
| HDL, mmol/L | 1.44 (0.40) | 1.41 (0.40) | 0.1501 |
| LDL, mmol/L | 2.69 (0.73) | 2.66 (0.65) | 0.2906 |
| Triglyceride, mmol/L | 1.52 (1.04–2.12) | 1.46 (1.02–2.16) | 0.4872 |
| Creatinine, μmol/L | 69.5 (41.4) | 70.9 (26.3) | 0.3229 |
| eGFR, mL/min/1.73 m2 | 77.1 (22.1) | 74.0 (22.8) | 0.0382 |
| Urinary Albumin:creatinine ratio, mg/mmol | 2.45 (1.39–6.08) | 4.00 (1.76–13.48) | 0.0039 |
| ALT, IU/L | 25.9 (20.1) | 24.0 (14.9) | 0.1058 |
| AST, IU/L | 27.1 (15.1) | 25.5 (11.6) | 0.0885 |
| Gamma GTP, IU/L | 46.5 (69.9) | 38.8 (46.2) | 0.0744 |
| Highly sensitive C-reactive protein, μg/L | 700 (100–1600) | 800 (100–2100) | 0.2787 |
| HbA1c | |||
| NGSP, % | 7.2 (1.1) | 7.5 (1.1) | 0.0006 |
| IFCC, mmol/mol | 53.7 (10.9) | 56.5 (11.7) | 0.0006 |
| Smoking, % | 0.735 | ||
| Never | 41.2 | 39.1 | |
| Past | 41.5 | 44.6 | |
| Current | 17.3 | 16.3 | |
| ACE inhibitor use, % | 4.9 | 6.5 | 0.370 |
| ARB use, % | 30.9 | 38.0 | 0.054 |
| History of cardiovascular disease, % | 20.4 | 20.7 | 0.923 |
a Data are means ± (standard deviation) unless otherwise indicated
b Median and interquartile range
Baseline physical activity categories and incidence of diabetic retinopathy.
| Physical activity categories | Number of participants | Person-years (days) | Number of outcomes | Incidence ratio (95% CI) |
|---|---|---|---|---|
| Category 1 | 245 | 451.1 | 32 | 70.9 (50.2–100.3) |
| Category 2 | 340 | 629.4 | 43 | 68.3 (50.7–92.1) |
| Category 3 | 431 | 803.3 | 48 | 59.8 (45–79.3) |
| Category 4 | 388 | 735.3 | 29 | 39.4 (27.4–56.8) |
| Category 5 | 410 | 770.9 | 32 | 41.5 (29.4–58.7) |
aIncidence of outcomes per 1000 person-years
Association between physical activity levels and development of diabetic retinopathy.
| Physical activity categories | |||||
|---|---|---|---|---|---|
| Category 1 | Category 2 | Category 3 | Category 4 | Category 5 | |
| Number of participants | |||||
| Physical activity levels, MET-hours/week | |||||
| Median (interquartile range) | 0 | 4.8 (3.3–6.6) | 13.2 (11–16.5) | 26.4 (23.1–34.6) | 77 (55.1–128.3) |
| Range, MET-hours/week | 0 | 0.3–8.24 | 8.25–19.82 | 19.83–41.99 | 42– |
| Hazard ratio for development (95% CI) | |||||
| Crude model | Ref. | 0.84 (0.57–1.24) | 0.75 (0.55–1.04) | 0.49 (0.30–0.80) | 0.57 (0.41–0.79) |
| Age- and sex-adjusted model | Ref. | 0.92 (0.59–1.43) | 0.84 (0.58–1.22) | 0.53 (0.33–0.85) | 0.61 (0.44–0.85) |
| | Ref. | 0.89 (0.54–1.44) | 0.85 (0.55–1.32) | 0.58 (0.35–0.94) | 0.67 (0.48–0.93) |
| | Ref. | 0.87 (0.53–1.40) | 0.83 (0.52–1.31) | 0.58 (0.35–0.94) | 0.63 (0.42–0.94) |
aAdjusted for age, sex, BMI, duration of diabetes mellitus, systolic blood pressure (sBP), diastolic blood pressure (dBP), heart rate (HR), Hemoglobin A1c (HbA1c) levels, high-density lipoprotein (HDL), low-density lipoprotein (LDL), triglyceride, estimated glomerular filtration rate (eGFR), diabetes therapy, and history of cardiovascular disease (CVD).
bAdjusted for age, sex, BMI, duration of diabetes mellitus, sBP, dBP, HR, HbA1c levels, HDL, LDL, triglyceride, eGFR, diabetes therapy, and history of CVD. SBP, dBP, BMI, and HbA1c were assumed as time-varying exposure information.